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Generate Custom Labels

The generate_labels tool scans the PR code changes, and given a list of labels and their descriptions, it automatically suggests labels that match the PR code changes.

It can be invoked manually by commenting on any PR:

/generate_labels

For example:

If we wish to add detect changes to SQL queries in a given PR, we can add the following custom label along with its description:

When running the generate_labels tool on a PR that includes changes in SQL queries, it will automatically suggest the custom label:

How to enable custom labels

Note that in addition to the dedicated tool generate_labels, the custom labels will also be used by the review and describe tools.

CLI

To enable custom labels, you need to apply the configuration changes to the custom_labels file:

GitHub Action and GitHub App

To enable custom labels, you need to apply the configuration changes to the local .pr_agent.toml file in you repository.

Configuration changes

  • Change enable_custom_labels to True: This will turn off the default labels and enable the custom labels provided in the custom_labels.toml file.
  • Add the custom labels. It should be formatted as follows:
[config]
enable_custom_labels=true

[custom_labels."Custom Label Name"]
description = "Description of when AI should suggest this label"

[custom_labels."Custom Label 2"]
description = "Description of when AI should suggest this label 2"